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Embedding Learning

3751 directly classified papers

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Papers

Label Specific Multi-Semantics Metric Learning for Multi-Label Classification: Global Consideration Helps IJCAI 2023
BT^2: Backward-compatible Training with Basis Transformation ICCV 2023
Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023
Fine-tuning Sentence-RoBERTa to Construct Word Embeddings for Low-resource Languages from Bilingual Dictionaries ACL 2023
Representation-Driven Reinforcement Learning ICML 2023
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023
A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction IJCAI 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023
Sentiment Analysis using the Relationship between Users and Products ACL 2023
Enc-Dec RNN Acoustic Word Embeddings learned via Pairwise Prediction INTERSPEECH 2023
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval CVPR 2023
Towards Modality-Agnostic Person Re-Identification With Descriptive Query CVPR 2023
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation NIPS 2023
Simple and Efficient Heterogeneous Graph Neural Network AAAI 2023
Homomorphism AutoEncoder -- Learning Group Structured Representations from Observed Transitions ICML 2023
TRAK: Attributing Model Behavior at Scale ICML 2023
BASiS: Batch Aligned Spectral Embedding Space CVPR 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute ICML 2023
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words CVPR 2023
R2Former: Unified Retrieval and Reranking Transformer for Place Recognition CVPR 2023
Equiangular Basis Vectors CVPR 2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs ICML 2023
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023
Prototype-Based Embedding Network for Scene Graph Generation CVPR 2023
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings ICML 2023